Deployment of CPU and GPU-based genetic programming on heterogeneous devices

Proceedings of the 11th Annual Genetic and Evolutionary Computation Conference, GECCO-2009

Volumn 2009-January, Issue , 2009, Pages 2531-2538

  Wilson, Garnett ^a   Banzhaf, Wolfgang ^a  

^a MEMORIAL UNIVERSITY OF NEWFOUNDLAND   (Canada)

Author keywords

genetic programming; GPGPU; graphics processing unit; heterogeneous devices; Xbox 360; Zune

Indexed keywords

COMPUTER GRAPHICS EQUIPMENT; COMPUTING POWER; DIGITAL STORAGE; GENETIC ALGORITHMS; GENETIC PROGRAMMING; INTERACTIVE COMPUTER GRAPHICS; PROGRAM PROCESSORS;

COMPUTING POWER; ECONOMIC MEANS; GENERAL METHODOLOGIES; GPGPU; HETEROGENEOUS DEVICES; PARALLEL PROCESSING; UNIT-BASED; VIDEO GAME CONSOLES; XBOX 360; ZUNE;

GRAPHICS PROCESSING UNIT;

EID: 79960904292     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1570256.1570356     Document Type: Conference Paper

References (10)

1. Andre, D. and Koza, J. A Parallel Implementation of Genetic Programming that Achieves Super-linear Performance. Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, CSREA (1996), 1163-1174.
2. Andrews, J. and Baker, N. XBox 360 System Architecture. IEEE Micro 26, 2 (2006), 25-37.
3. Banzhaf, W., Harding, S., Langdon, W., and Wilson, G. Accelerating Genetic Programming Through Graphics Processing Units. In Genetic Programming Theory and Practice (GPTP) VI. Springer, 2008, 229-248.
4. Harding, S. and Banzhaf, W. Fast Genetic Programming on GPUs. Proceedings of the 10th European Conference on Genetic Programming, Springer (2007), 90-101.
5. Heywood, M. and Zincir-Heywood, A. Register based genetic programming on FGPA computing platforms. Genetic Programming, Proceedings of EuroGP 2000, Springer-Verlag (2000), 44-59.
6. Microsoft Corporation. XBox 360 Device Capabilities. http://msdn2.microsoft.com/en-us/library/bb313967.aspx, 2007.
7. Microsoft Corporation. Zune Networking Overview. http://msdn.microsoft.com/en-us/library/dd282499.aspx, 2008.
8. Microsoft Corporation. XBox 360 Programming Considerations. http://msdn.microsoft.com/enus/library/bb203938(XNAGameStudio.10).aspx, 2009.
9. Wilson, G. and Banzhaf, W. Linear Genetic Programming GPGPU on Microsoft’s Xbox 360. Proceedings of the IEEE Congress on Evolutionary Computation (CEC 2008), IEEE Press (2008), 378-385.
10. Wong, M., Wong, T., and Fok, K. Parallel Evolutionary Algorithms on Graphics Processing Unit. Proceedings of IEEE Congress on Evolutionary Computation 2005 (CEC 2005), IEEE Press (2005), 2286-2293.